An Energy Distance Aware Clustering Protocol with Dual Cluster Heads Using Niching Particle Swarm Optimization for Wireless Sensor Networks
| Autor: | Pengmin Xu, Dexin Ma |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Předmět: |
Engineering
Article Subject business.industry Distributed computing Real-time computing Particle swarm optimization lcsh:QA75.5-76.95 Computer Science Applications Dual (category theory) Energy distance lcsh:TA1-2040 Modeling and Simulation Cluster (physics) lcsh:Electronic computers. Computer science Electrical and Electronic Engineering business Cluster analysis lcsh:Engineering (General). Civil engineering (General) Protocol (object-oriented programming) Wireless sensor network Efficient energy use |
| Zdroj: | Journal of Control Science and Engineering, Vol 2015 (2015) |
| ISSN: | 1687-5257 1687-5249 |
| Popis: | Energy efficient utilization is an important criteria and factor that affects the design of wireless sensor networks (WSNs). In this literature, we propose an energy distance aware clustering protocol with Dual Cluster Heads using Niching Particle Swarm Optimization (DCH-NPSO). The protocol selects two cluster heads in each cluster, the Master Cluster Head (MCH) and the Slave Cluster Head (SCH), and the selection needs to consider the network state information carefully and deliberately. Simulation results show that the protocol we proposed can balance the energy dissipation and extend the network lifetime effectively. |
| Databáze: | OpenAIRE |
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